Applications of Mathematics Projects
Data Science Projects
- Generation of forecast on the behavior of global imports by type of product (with Procolombia)
- In this project we analyze the different markets and products that are relevant to the Colombian industry. We developed a web-app that forecasts the imports of the different markets and products in order to help the Colombian companies and industry on their production decisions.
- Languages: Python and SQL. Poster - Video
- Bitcoin VS Ethereum
- In this project we use different tools of R to study the market cap of Bitcoin, Ethereum, and BAT, to determine whether there is an underlying relation between them. We conclude that there was a linear relation between Bitcoin and Ethereum, and no clear relation with BAT.
- Languages: R. Article - Jupyter Notebook - Github
- Toronto and NY venues
- In this project we compare Toronto and New York venues, to determine the best investment options for these cities and which city is the best to invest for venues.
- Languages: Python. Report - Presentation - Jupyter Notebook - Github
Simulation Projects
- Parameters on SIRD
- In this project we use Python to simulate a model of epidemiology, the model that we will use is a simplification of the SIRD model with vaccine. The goal of this notebook is to show how small changes in the parameters may produce big changes in the simulation.
- This notebook is to show an example of how mathematics is applied to other fields. It is not a project about epidemiology.
- Languages: Python. Article - Jupyter Notebook - Github